Level vs. the field
Zenlytic and Sundial deliver AI analytics on top of a data warehouse you have to build and maintain first. Level connects to the tools you already have — at a fraction of the cost. We also answer the question every executive asks first: why not just paste your numbers into Claude?
Head-to-head
Level Decision Intelligence | Zenlytic AI Data Analyst | Sundial Agentic Analytics | |
|---|---|---|---|
| Price & Ownership | |||
| Pricing model | Flat monthly per plan | Per-seat + consumption credits | Custom enterprise (contact sales) |
| Starting price | Free Core · $149/mo Professional | $25/user/mo Essentials · $50/user/mo Pro | Custom (typically tens of thousands/yr) |
| No per-seat penalty as your team grows | |||
| No data warehouse required | |||
| One subscription — no warehouse or data-engineering spend | |||
| Setup & Data Access | |||
| Connect the tools you already have | HubSpot, Google Drive, Snowflake, Dropbox, CSV/Excel | Warehouse only | Warehouse only |
| Live in minutes, not months | |||
| No SQL required | |||
| Built for executives, not analysts | |||
| Capabilities | |||
| Conversational interface | |||
| Full data lineage on every answer | |||
| Proactive alerts | |||
| Scheduled, shareable executive briefs | |||
| Runs where you work | Web app + chat | App + Claude/ChatGPT/Slack/Teams | Slack/Teams/Cowork/Codex |
Price & Ownership
Pricing model
Starting price
No per-seat penalty as your team grows
No data warehouse required
One subscription — no warehouse or data-engineering spend
Setup & Data Access
Connect the tools you already have
Live in minutes, not months
No SQL required
Built for executives, not analysts
Capabilities
Conversational interface
Full data lineage on every answer
Proactive alerts
Scheduled, shareable executive briefs
Runs where you work
Competitor pricing reflects publicly available information as of September 2026. Verify current pricing with each vendor.
Zenlytic and Sundial are built on top of a data warehouse you already own. That means before you see a single insight, you need a warehouse (Snowflake, BigQuery, or similar), pipelines to load it, and a data team to maintain it — easily $50K+ a year before any BI subscription. Zenlytic then layers $25–$50 per user per month on top; Sundial layers an enterprise contract and a services team that sets it up for you. Level skips the warehouse entirely. Connect HubSpot, Google Drive, Snowflake if you have one, Dropbox, or a CSV, and you are asking questions in minutes — for a flat monthly price that does not grow every time you invite a teammate.
Zenlytic and Sundial invest heavily in semantic layers, governed fields, and deterministic SQL validation — because their users are data teams who live in that world. Level is built for the person making the decision. You ask in plain language, LiiA reasons across every connected source, and every answer comes with full lineage so you can trust it without reading SQL. No modeling phase, no analyst dependency, no quarter-long onboarding. If you can ask the question, Level can answer it.
The honest question
A general-purpose AI assistant is genuinely capable — fast, thoughtful, and endlessly patient. So why does pasting your numbers into it fall short for the decisions you actually have to make? Four gaps that matter for business intelligence.
With a general assistant, you export, paste, and hope the numbers are fresh.
Level: Connect once to HubSpot, Snowflake, or Google Drive — and it stays live, no manual export.
Every chat starts from zero. There is no recall of what you measured last quarter, or what your metrics mean.
Level: A persistent metric glossary, prior insights, and conversation memory that compounds over time.
A confident answer with no provenance — you cannot trace the number back to the source.
Level: Every figure carries full lineage — source, transformation, and aggregation — so you can trust it without reading SQL.
A general assistant waits to be asked — and never asks first.
Level: Surfaces anomalies on its own and ships scheduled executive briefs, so the insight reaches you before the question.
Claude is a fine place to draft an email. It is the wrong place to run your business.
See what Decision Intelligence looks like for your business — no data team required.